Xiansheng Guo

Orcid: 0000-0002-8440-1607

According to our database1, Xiansheng Guo authored at least 60 papers between 2009 and 2024.

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Bibliography

2024
GRIDLoc: A Gradient Blending and Deep Learning-Based Localization Approach Combining RSS and CSI.
IEEE Wirel. Commun. Lett., September, 2024

Ada-LT IP: Functional Discriminant Analysis of Feature Extraction for Adaptive Long-Term Wi-Fi Indoor Localization in Evolving Environments.
Sensors, September, 2024

A Novel Method of UAV-Assisted Trajectory Localization for Forestry Environments.
Sensors, June, 2024

Environment-Aware Positioning by Leveraging Unlabeled Crowdsourcing Data.
IEEE Internet Things J., May, 2024

Multi-Agent Interactive Localization: A Positive Transfer Learning Perspective.
IEEE Trans. Cogn. Commun. Netw., April, 2024

2023
Cross-task and cross-domain SAR target recognition: A meta-transfer learning approach.
Pattern Recognit., June, 2023

IoT Edge-Computing-Enabled Efficient Localization via Robust Optimal Estimation.
IEEE Internet Things J., 2023

2022
Long Short-Term Indoor Positioning System via Evolving Knowledge Transfer.
IEEE Trans. Wirel. Commun., 2022

Robust Source Positioning Method With Accurate and Simplified Worst-Case Approximation.
IEEE Trans. Veh. Technol., 2022

Co-Occurrence Fingerprint Data-Based Heterogeneous Transfer Learning Framework for Indoor Positioning.
Sensors, 2022

OHetTLAL: An Online Transfer Learning Method for Fingerprint-Based Indoor Positioning.
Sensors, 2022

Data Fusion Methods for Indoor Positioning Systems Based on Channel State Information Fingerprinting.
Sensors, 2022

Heterogeneous Transfer Learning for Wi-Fi Indoor Positioning Based Hybrid Feature Selection.
Sensors, 2022

Deep knowledge integration of heterogeneous features for domain adaptive SAR target recognition.
Pattern Recognit., 2022

Transfer Learning with Shared and Specific Structures for SAR Target Recognition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
TransLoc: A Heterogeneous Knowledge Transfer Framework for Fingerprint-Based Indoor Localization.
IEEE Trans. Wirel. Commun., 2021

Multi-view classification with semi-supervised learning for SAR target recognition.
Signal Process., 2021

Defect Identification of Pipeline Ultrasonic Inspection Based on Multi-Feature Fusion and Multi-Criteria Feature Evaluation.
Int. J. Pattern Recognit. Artif. Intell., 2021

Online Detecting of Inter-Turn Short-Circuit in Generator Rotor Winding Relying on ν-SVR Machine.
Int. J. Pattern Recognit. Artif. Intell., 2021

2020
Robust WiFi Localization by Fusing Derivative Fingerprints of RSS and Multiple Classifiers.
IEEE Trans. Ind. Informatics, 2020

SmartLoc: Smart Wireless Indoor Localization Empowered by Machine Learning.
IEEE Trans. Ind. Electron., 2020

A Survey on Fusion-Based Indoor Positioning.
IEEE Commun. Surv. Tutorials, 2020

A Hybrid Positioning System for Location-Based Services: Design and Implementation.
IEEE Commun. Mag., 2020

Multi-View Fusion Based on Expectation Maximization for SAR Target Recognition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

An Adaptive and Robust Model for WiFi-based Localization.
Proceedings of the ACM TUR-C'20: ACM Turing Celebration Conference, 2020

2019
A Hybrid Fingerprint Quality Evaluation Model for WiFi Localization.
IEEE Internet Things J., 2019

Accurate WiFi Localization by Unsupervised Fusion of Extended Candidate Location Set.
IEEE Internet Things J., 2019

Expectation Maximization Indoor Localization Utilizing Supporting Set for Internet of Things.
IEEE Internet Things J., 2019

Transferred Knowledge Aided Positioning via Global and Local Structural Consistency Constraints.
IEEE Access, 2019

Indoor Localization Using Visible Light via Two-Layer Fusion Network.
IEEE Access, 2019

Lecture Notes on the Relationship between the Power Spectrum Estimated by MVDR and CBF.
Proceedings of the IEEE International Conference on Engineering, Technology and Education, 2019

An Adaptive Localization Approach Based on Deep Adaptation Networks.
Proceedings of the 2019 International Conference on Control, 2019

Improved Smartphone-based PDR Localization for Arbitrary Placement.
Proceedings of the 2019 International Conference on Control, 2019

A Semi-supervised Naive Bayesian Method for Labeling Heterogeneous Fingerprints.
Proceedings of the 2019 International Conference on Control, 2019

A semi-supervised deep learning approach towards localization of crowdsourced data.
Proceedings of the ACM Turing Celebration Conference - China, 2019

2018
Accurate WiFi Localization by Fusing a Group of Fingerprints via a Global Fusion Profile.
IEEE Trans. Veh. Technol., 2018

DOA estimation of rectilinear signals with a partly calibrated uniform linear array.
Signal Process., 2018

Knowledge Aided Adaptive Localization via Global Fusion Profile.
IEEE Internet Things J., 2018

Indoor Localization by Fusing a Group of Fingerprints Based on Random Forests.
IEEE Internet Things J., 2018

Joint localization of multiple sources from incomplete noisy Euclidean distance matrix in wireless networks.
Comput. Commun., 2018

A New Nested Array Configuration With Increased Degrees of Freedom.
IEEE Access, 2018

Deep Regression Model for Received Signal Strength based WiFi Localization.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Multiple Classifiers Global Dynamic Fusion Location System based on WiFi and Geomagnetism.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

An Accurate and Calibration-free Approach for RSS-based WiFi Localization.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017
Localization by Fusing a Group of Fingerprints via Multiple Antennas in Indoor Environment.
IEEE Trans. Veh. Technol., 2017

Indoor Localization Using Visible Light Via Fusion Of Multiple Classifiers.
CoRR, 2017

Indoor Localization by Fusing a Group of Fingerprints Based on Random Forests.
CoRR, 2017

2016
Accurate and robust device-free localization approach via sparse representation in presence of noise and outliers.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

2015
Two stages signal strength difference localization algorithm using SDP relaxation.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

2014
Stability analysis and decentralized H<sub>∞</sub> control for time-delay fuzzy interconnected systems via fuzzy Lyapunov-Krasovskii functional.
J. Intell. Fuzzy Syst., 2014

Low-Complexity Iterative Adaptive Linearly Constrained Minimum Variance Beamformer.
Circuits Syst. Signal Process., 2014

Near-field source localization in complex indoor environment using uniform circular array.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Two-steps SSD based localization approach in unknown path loss model environment.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
Observer-Based Control of Discrete-Time Fuzzy Positive Systems with Time Delays.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

Fuzzy-Model-Based Piecewise H∞ Decentralized Tracking Control of Discrete-Time Networked Nonlinear Interconnected Systems.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

Multiple Targets Localization Approach Based on Virtual Fingerprinting in Indoor Environment.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

A novel eliminating approach for spacial variability in indoor localization.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

2010
Source localization using a sparse representation framework to achieve superresolution.
Multidimens. Syst. Signal Process., 2010

2009
Low-complexity 2D coherently distributed sources decoupled DOAs estimation method.
Sci. China Ser. F Inf. Sci., 2009

An Improved Direction-of-arrival Estimation via Phase Information of Sparse Solution.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009


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